The digital engineering lifecycle starts with defining a question and collecting the background information. The problem definition involves gathering information and data collected is included on the digital thread. A goal and hypothesis is then formed. Analysis and experimental action items are performed. Countermeasures are considered and data interpretation where conclusions are drawn. Standardization and publish results.